MCP Server Directory

Plan state management and phase gate enforcement for AI development loops.

Connects to IPython kernels for interactive Python code execution, variable inspection, and rich output rendering.

Provides live banking capabilities including account data, FX rates, credit scoring, and AML compliance.

Provides real-time system information including CPU, memory, disk, and GPU statistics through a simple API endpoint for monitoring and diagnostic purposes.

Provides access to Allen Institute for Neural Dynamics metadata and data asset records through AIND's internal APIs.

Enhances developer tasks with context from project documentation and business requirements.

[](https://glama.ai/mcp/servers/cg3-llc/prior_mcp) 📇 ☁️ - Shared knowledge base where AI agents exchange proven solutions — including failed approaches, so your agent skips the dead ends. Smaller models get instant access to frontier-model discoveries. Free to search indefinitely when feedback is provided on results. [Website](https://prior.cg3.io)

Enables direct management of Bunnyshell cloud environments through natural language commands, supporting environment creation, component deployment, and remote development workflows via CLI capabilities.

Creates viral short-form videos through OpenFun.ai by discovering trends, generating scripts, and rendering video content.

Search dev.to articles, Steam games, podcasts, and Eventbrite events via 4 tools hosted on the NexGenData Cloudflare Workers MCP proxy.

GitHub repository analytics, trending repos, contributor statistics, and language breakdowns.

Provides searchable access to clinician-reviewed articles on psychotherapy approaches for teenagers.

Structured access to Dutch government cybersecurity standards including BIO2, DNB, NEN 7510, and NCSC-NL guidelines.

Structured access to Finnish government cybersecurity standards including Julkri, Katakri, NCSC-FI, and VAHTI guidelines.

Provides access to French cybersecurity standards and compliance controls from the Ansvar MCP Network.

Provides access to 328 UK cybersecurity controls across 28 frameworks including Cyber Essentials, NCSC CAF, and NHS DSPT.

Generate QR codes with custom colors, logos, vCard contacts, and WiFi configurations.

Fetches Python documentation for quick access to language references and code explanations.

Provides a bridge to the Photoroom API for removing image backgrounds with configurable output formats and scaling options

Provides real-time crypto market data, wallet analytics, DeFi yield tracking, DEX swap quotes, and on-chain transaction execution.

🎖️ 📇 ☁️ 🍎 🪟 🐧 - Embeds Snyk's security engines into agentic workflows. Secures AI-generated code in real-time and accelerates the fixing vulnerability backlogs.

Bridges Codex and Figma design systems.

MaaFramework pipeline development tool optimized for Claude Code.

Tilt dev environment integration for querying resource status, reading logs, and triggering rebuilds.

Provides access to FDA drug adverse events, product labeling, recalls, approvals, shortages, NDC directory, and medical device regulatory data through the openFDA API.

Browser automation via Puppeteer with Streamable HTTP transport and Chrome DevTools Protocol support.

Search YouTube for artists and videos, create playlists, and manage playlist contents via OAuth.

Generate Next.js and Supabase code using the next-supa-utils library.

Turns Git activity into structured Notion work documentation.

Task-oriented Obsidian vault workflow service with ticket management, encrypted context, and note search.

Provides enterprise-grade PostgreSQL access with row-level security, semantic column mapping, and role-based access control.

Provides a minimal foundation for building server implementations using Bun and TypeScript with stdio transport and extensible resource configuration

📇 ☁️ - MCP server that connects your IDE or AI assistant to GitHub Copilot CLI for code analysis, review, and batch processing

Generates PDF documents with text, headings, images, dividers, and page breaks using PDFKit.

Provides data access and analytics through ThinAir's authenticated MCP endpoint.

🐍 💬 - An MCP server acting as an adapter into the [ACP](https://agentcommunicationprotocol.dev) ecosystem. Seamlessly exposes ACP agents to MCP clients, bridging the communication gap between the two protocols.

Codebase indexing and navigation with precise code editing capabilities.

R package development toolkit wrapping usethis, devtools, renv, and testthat into 35+ tools.

Gateway MCP server with delegate CLI plugin system, multi-model consensus, and provider registry for AI tool routing.

Provides read-only access to MySQL databases for schema inspection and safe query execution, enabling database exploration and data analysis without modifying contents.

Provides direct access to SEC filings database since 1995, enabling natural language queries, financial analysis, and structured data extraction from millions of documents for investment research and compliance monitoring.

Enables direct execution of shell commands from chat interfaces, creating a bridge between natural language prompts and local system operations for quick developer workflows.

Bridge local LSP servers for semantic code navigation including definitions, references, and rename.

Manages Cisco Meraki cloud-managed networks with device monitoring, diagnostics, and configuration tools.